10 citations · 15 across the 8 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.AI2023★ 10 cited
LLMLight: Large Language Models as Traffic Signal Control Agents
Siqi Lai, Zhao Xu, Weijia Zhang +2
Traffic Signal Control (TSC) is a crucial component in urban traffic management, aiming to optimize road network efficiency and reduce congestion. Traditional TSC methods, primaril…
cs.AI2023★ 4 cited
A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation
Siqi Lai, Weijia Zhang, Hao Liu
Vehicle Energy Consumption (VEC) estimation aims to predict the total energy required for a given trip before it starts, which is of great importance to trip planning and transport…
cs.LG2023
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network
Fan Liu, Siqi Lai, Yansong Ning +1
Federated Graph Neural Network (FedGNN) has recently emerged as a rapidly growing research topic, as it integrates the strengths of graph neural networks and federated learning to…